KR20200052440A - 전자 장치 및 전자 장치의 제어 방법 - Google Patents

전자 장치 및 전자 장치의 제어 방법 Download PDF

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Publication number
KR20200052440A
KR20200052440A KR1020180130209A KR20180130209A KR20200052440A KR 20200052440 A KR20200052440 A KR 20200052440A KR 1020180130209 A KR1020180130209 A KR 1020180130209A KR 20180130209 A KR20180130209 A KR 20180130209A KR 20200052440 A KR20200052440 A KR 20200052440A
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South Korea
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image
information
layer
electronic device
artificial intelligence
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KR1020180130209A
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English (en)
Korean (ko)
Inventor
김지만
박찬종
반동하
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삼성전자주식회사
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Priority to KR1020180130209A priority Critical patent/KR20200052440A/ko
Priority to PCT/KR2019/013172 priority patent/WO2020091253A1/fr
Priority to US17/281,885 priority patent/US12001952B2/en
Publication of KR20200052440A publication Critical patent/KR20200052440A/ko

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06K9/6267—
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Biophysics (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Image Analysis (AREA)
KR1020180130209A 2018-10-29 2018-10-29 전자 장치 및 전자 장치의 제어 방법 KR20200052440A (ko)

Priority Applications (3)

Application Number Priority Date Filing Date Title
KR1020180130209A KR20200052440A (ko) 2018-10-29 2018-10-29 전자 장치 및 전자 장치의 제어 방법
PCT/KR2019/013172 WO2020091253A1 (fr) 2018-10-29 2019-10-08 Dispositif électronique et procédé de commande d'un dispositif électronique
US17/281,885 US12001952B2 (en) 2018-10-29 2019-10-08 Electronic device and method for controlling electronic device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020180130209A KR20200052440A (ko) 2018-10-29 2018-10-29 전자 장치 및 전자 장치의 제어 방법

Publications (1)

Publication Number Publication Date
KR20200052440A true KR20200052440A (ko) 2020-05-15

Family

ID=70462582

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020180130209A KR20200052440A (ko) 2018-10-29 2018-10-29 전자 장치 및 전자 장치의 제어 방법

Country Status (3)

Country Link
US (1) US12001952B2 (fr)
KR (1) KR20200052440A (fr)
WO (1) WO2020091253A1 (fr)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102413051B1 (ko) * 2021-11-26 2022-06-24 윤통현 시설 키오스크 운영 시스템
WO2022235075A1 (fr) * 2021-05-07 2022-11-10 삼성전자 주식회사 Dispositif électronique et son procédé de fonctionnement

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7082239B1 (ja) * 2021-06-09 2022-06-07 京セラ株式会社 認識装置、端末装置、認識器構築装置、認識器修正装置、構築方法、及び修正方法

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101582142B1 (ko) * 2008-06-06 2016-01-05 톰슨 라이센싱 이미지들의 유사성 검색을 위한 시스템 및 방법
KR101870718B1 (ko) 2011-10-11 2018-07-20 엘지전자 주식회사 이물질을 판별하는 광학 장치 및 그 방법
KR101562988B1 (ko) 2014-05-08 2015-10-23 주식회사 포스코 열간소재의 표면결함 검출 장치 및 표면 검출 방법
US10387773B2 (en) 2014-10-27 2019-08-20 Ebay Inc. Hierarchical deep convolutional neural network for image classification
CN106156807B (zh) 2015-04-02 2020-06-02 华中科技大学 卷积神经网络模型的训练方法及装置
KR101688458B1 (ko) 2016-04-27 2016-12-23 디아이티 주식회사 깊은 신경망 학습 방법을 이용한 제조품용 영상 검사 장치 및 이를 이용한 제조품용 영상 검사 방법
US10387740B2 (en) * 2016-10-10 2019-08-20 Gyrfalcon Technology Inc. Object detection and recognition apparatus based on CNN based integrated circuits
KR102359391B1 (ko) 2016-11-08 2022-02-04 삼성전자주식회사 디바이스가 이미지를 보정하는 방법 및 그 디바이스
KR102428920B1 (ko) 2017-01-03 2022-08-04 삼성전자주식회사 전자 장치 및 그 동작 방법
KR101863196B1 (ko) 2017-07-24 2018-06-01 한국생산기술연구원 딥러닝 기반 표면 결함 검출장치 및 방법
US10169852B1 (en) * 2018-07-03 2019-01-01 Nanotronics Imaging, Inc. Systems, devices, and methods for providing feedback on and improving the accuracy of super-resolution imaging

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022235075A1 (fr) * 2021-05-07 2022-11-10 삼성전자 주식회사 Dispositif électronique et son procédé de fonctionnement
KR102413051B1 (ko) * 2021-11-26 2022-06-24 윤통현 시설 키오스크 운영 시스템

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Publication number Publication date
US12001952B2 (en) 2024-06-04
WO2020091253A1 (fr) 2020-05-07
US20210397890A1 (en) 2021-12-23

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